"All Lawful Use": Much More Than You Wanted To Know

2026-01-16 · Source: Astral Codex Ten · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Robotics & Autonomous Systems, AI Ethics & Governance · Depth: Intermediate, medium

Summary

The Department of War (DoW) designated AI company Anthropic a "supply chain risk" after it refused to allow its AIs for mass surveillance and autonomous weapons. Shortly after, Secretary of War Pete Hegseth and Sam Altman announced an agreement for OpenAI models to be used by the DoW, with Altman claiming guarantees against mass surveillance and autonomous weapons. However, observers and legal analysts speculate these safeguards are weak or nonexistent, given the DoW's insistence on "all lawful use" and the broad loopholes in current national security law regarding surveillance and autonomous weapons. Existing laws permit mass analysis of third-party data and allow for "incidentally obtained" domestic surveillance data to be queried in targeted ways. Autonomous weapons are primarily regulated by vague DoW policies (DoD Directive 3000.09) which the DoW can change at will, offering little meaningful constraint. OpenAI's public statements and FAQ regarding their contract's limitations are viewed as misleading, particularly concerning "cloud-only deployment" and the enforceability of current legal standards if laws change.

Key takeaway

For CTOs and legal counsel evaluating government contracts for AI deployment, you must critically assess "all lawful use" clauses. Current US law contains significant loopholes regarding mass surveillance and autonomous weapons, which could allow your AI systems to be used in ways contrary to your company's ethical guidelines, even if initial agreements seem restrictive. Insist on explicit, immutable contractual language that defines and prohibits specific undesirable uses, rather than relying on general references to existing, mutable laws or vague policy directives.

Key insights

Current US law contains broad loopholes permitting AI use in mass surveillance and autonomous weapons, despite company assurances.

Principles

• "All lawful use" clauses in AI contracts can permit broad, evolving applications.
• DoD policies for autonomous weapons are vague and subject to unilateral change.
• Human judgment provides critical checks against authoritarian abuses.

In practice

• Scrutinize "all lawful use" clauses in government AI contracts.
• Assess AI's potential to scale surveillance beyond human capacity.
• Demand clear, immutable contractual safeguards against misuse.

Topics

• AI Ethics
• Autonomous Weapons
• Mass Surveillance
• National Security Law
• AI Policy

Best for: Investor, CTO, VP of Engineering/Data, AI Ethicist, Policy Maker, Legal Professional

Related on AIssential

• AI and the Dangerous Fiction of ‘All Lawful Use’ — The "all lawful use" standard for government AI contracts risks human rights violations due to misaligned national laws and global scalability issues.
• From Anthropic to Iran: Who sets the limits on AI’s use in war and surveillance? — AI ethics in national security are shaped by contracts and procurement, not just principles.
• The Pentagon Just Blacklisted a US AI Company for Refusing to Enable Mass Surveillance — AI safety definitions diverge significantly, impacting military contracts and the future of responsible AI deployment.
• AI Firms Can Limit Military Surveillance of Americans. What About Everyone Else? — AI firms' self-regulation on surveillance is insufficient; binding international rules are needed to protect global privacy.
• OpenAI and Google employees rush to Anthropic’s defense in DOD lawsuit — AI developers are asserting ethical boundaries against government use of their technology for surveillance or autonomous weapons.
• How AI is being used in war — and what’s next — AI is increasingly integrated into modern warfare, raising significant ethical and regulatory challenges.

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Editorial summary, takeaway, and curation by AIssential. Original article published by Astral Codex Ten.